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Increasing printed document accessibility with guided image acquisition.

机译:通过引导式图像采集提高了打印文档的可访问性。

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摘要

Printed text accessibility is an issue that impacts mobility, scholastic achievement, and thus career growth. Our research addresses how to make printed text accessible to a blind person.;We start this dissertation with a formal definition of the range of positions and orientations from where an OCR readable document image can be acquired from. Initially, we conducted a naive user studies with a wizard-of-oz system that relied on fiducial markers printed on a document to facilitate visual odometry in order to study if blindfolded people could capture compliant document images with the help of our system. We then moved on to blind participants with an experiment meant to simultaneously assess the range of problems with document image acquisition and test different interaction modalities statistical effect on the time to capture an image.;Finally we devised a computer vision algorithm, without fiducials, capable of verifying document image compliance and providing instructions for acquisition. We tested this algorithm with participants in a redesigned counterbalanced repeated measures experiment. Our analysis revealed that guidance significantly reduces the amount of time necessary to capture a compliant image. Our participants expressed positive comments on the system, and generally felt that their proficiency at taking OCR-readable images had increased by interacting with the system.
机译:印刷文本的可访问性是一个影响机动性,学业成就,进而影响职业发展的问题。我们的研究解决了如何使盲人可以访问打印的文本。我们从对可从其获取OCR可读文档图像的位置和方向范围的正式定义开始了本论文。最初,我们使用oz-oz向导系统进行了幼稚的用户研究,该系统依靠打印在文档上的基准标记来促进视觉测距,从而研究被蒙住眼睛的人是否可以借助我们的系统捕获兼容的文档图像。然后,我们继续进行盲人实验,该实验旨在同时评估文档图像获取中的问题范围,并测试不同的交互方式对获取图像的时间的统计影响。最后,我们设计了一种无需基准的计算机视觉算法,能够验证文档图像符合性并提供获取说明。我们在重新设计的平衡重复测量实验中与参与者测试了该算法。我们的分析表明,指导大大减少了捕获兼容图像所需的时间。我们的参与者对该系统表示了积极的评价,并总体上认为,通过与该系统进行交互,他们获取OCR可读图像的能力得到了提高。

著录项

  • 作者

    Cutter, Michael P.;

  • 作者单位

    University of California, Santa Cruz.;

  • 授予单位 University of California, Santa Cruz.;
  • 学科 Computer engineering.
  • 学位 Ph.D.
  • 年度 2015
  • 页码 107 p.
  • 总页数 107
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

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